Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 50000 |
| Missing cells | 2978 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 2 |
carrier is highly overall correlated with org | High correlation |
duration is highly overall correlated with mile | High correlation |
mile is highly overall correlated with duration | High correlation |
org is highly overall correlated with carrier | High correlation |
delay has 2978 (6.0%) missing values | Missing |
mon has 4704 (9.4%) zeros | Zeros |
dow has 7072 (14.1%) zeros | Zeros |
delay has 713 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-07 12:33:52.123603 |
|---|---|
| Analysis finished | 2024-04-07 12:34:03.475557 |
| Duration | 11.35 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
mon
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2351 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 4704 |
| Zeros (%) | 9.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4377586 |
|---|---|
| Coefficient of variation (CV) | 0.65667487 |
| Kurtosis | -1.1480689 |
| Mean | 5.2351 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.11107439 |
| Sum | 261755 |
| Variance | 11.818184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 4779 | |
| 0 | 4704 | |
| 6 | 4612 | |
| 1 | 4573 | |
| 2 | 4419 | |
| 7 | 4327 | |
| 11 | 4302 | |
| 3 | 4126 | |
| 4 | 4066 | |
| 8 | 3512 | |
| Other values (2) | 6580 |
| Value | Count | Frequency (%) |
| 0 | 4704 | |
| 1 | 4573 | |
| 2 | 4419 | |
| 3 | 4126 | |
| 4 | 4066 | |
| 5 | 4779 | |
| 6 | 4612 | |
| 7 | 4327 | |
| 8 | 3512 | |
| 9 | 3372 |
| Value | Count | Frequency (%) |
| 11 | 4302 | |
| 10 | 3208 | |
| 9 | 3372 | |
| 8 | 3512 | |
| 7 | 4327 | |
| 6 | 4612 | |
| 5 | 4779 | |
| 4 | 4066 | |
| 3 | 4126 | |
| 2 | 4419 |
dom
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.66196 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7724881 |
|---|---|
| Coefficient of variation (CV) | 0.56011432 |
| Kurtosis | -1.1882301 |
| Mean | 15.66196 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.011073272 |
| Sum | 783098 |
| Variance | 76.956548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1763 | 3.5% |
| 22 | 1763 | 3.5% |
| 21 | 1736 | 3.5% |
| 1 | 1729 | 3.5% |
| 7 | 1722 | 3.4% |
| 4 | 1704 | 3.4% |
| 8 | 1691 | 3.4% |
| 12 | 1668 | 3.3% |
| 19 | 1661 | 3.3% |
| 6 | 1659 | 3.3% |
| Other values (21) | 32904 |
| Value | Count | Frequency (%) |
| 1 | 1729 | |
| 2 | 1620 | |
| 3 | 1571 | |
| 4 | 1704 | |
| 5 | 1541 | |
| 6 | 1659 | |
| 7 | 1722 | |
| 8 | 1691 | |
| 9 | 1610 | |
| 10 | 1623 |
| Value | Count | Frequency (%) |
| 31 | 949 | |
| 30 | 1403 | |
| 29 | 1513 | |
| 28 | 1624 | |
| 27 | 1620 | |
| 26 | 1598 | |
| 25 | 1583 | |
| 24 | 1652 | |
| 23 | 1654 | |
| 22 | 1763 |
dow
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.95236 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7072 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9660335 |
|---|---|
| Coefficient of variation (CV) | 0.6659193 |
| Kurtosis | -1.2398224 |
| Mean | 2.95236 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0046486105 |
| Sum | 147618 |
| Variance | 3.8652877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 7900 | |
| 1 | 7441 | |
| 2 | 7286 | |
| 4 | 7265 | |
| 0 | 7072 | |
| 3 | 7057 | |
| 6 | 5979 |
| Value | Count | Frequency (%) |
| 0 | 7072 | |
| 1 | 7441 | |
| 2 | 7286 | |
| 3 | 7057 | |
| 4 | 7265 | |
| 5 | 7900 | |
| 6 | 5979 |
| Value | Count | Frequency (%) |
| 6 | 5979 | |
| 5 | 7900 | |
| 4 | 7265 | |
| 3 | 7057 | |
| 2 | 7286 | |
| 1 | 7441 | |
| 0 | 7072 |
carrier
Categorical
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 390.8 KiB |
| UA | |
|---|---|
| AA | |
| OO | |
| WN | |
| B6 | |
| Other values (4) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 100000 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | UA |
| 3rd row | UA |
| 4th row | AA |
| 5th row | AA |
Common Values
| Value | Count | Frequency (%) |
| UA | 13170 | |
| AA | 11316 | |
| OO | 8148 | |
| WN | 5333 | |
| B6 | 5267 | 10.5% |
| OH | 3229 | 6.5% |
| US | 2740 | 5.5% |
| HA | 707 | 1.4% |
| AQ | 90 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ua | 13170 | |
| aa | 11316 | |
| oo | 8148 | |
| wn | 5333 | |
| b6 | 5267 | 10.5% |
| oh | 3229 | 6.5% |
| us | 2740 | 5.5% |
| ha | 707 | 1.4% |
| aq | 90 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 36599 | |
| O | 19525 | |
| U | 15910 | |
| W | 5333 | 5.3% |
| N | 5333 | 5.3% |
| B | 5267 | 5.3% |
| 6 | 5267 | 5.3% |
| H | 3936 | 3.9% |
| S | 2740 | 2.7% |
| Q | 90 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 94733 | |
| Decimal Number | 5267 | 5.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 36599 | |
| O | 19525 | |
| U | 15910 | |
| W | 5333 | 5.6% |
| N | 5333 | 5.6% |
| B | 5267 | 5.6% |
| H | 3936 | 4.2% |
| S | 2740 | 2.9% |
| Q | 90 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 5267 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94733 | |
| Common | 5267 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 36599 | |
| O | 19525 | |
| U | 15910 | |
| W | 5333 | 5.6% |
| N | 5333 | 5.6% |
| B | 5267 | 5.6% |
| H | 3936 | 4.2% |
| S | 2740 | 2.9% |
| Q | 90 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 6 | 5267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 36599 | |
| O | 19525 | |
| U | 15910 | |
| W | 5333 | 5.3% |
| N | 5333 | 5.3% |
| B | 5267 | 5.3% |
| 6 | 5267 | 5.3% |
| H | 3936 | 3.9% |
| S | 2740 | 2.7% |
| Q | 90 | 0.1% |
flight
Real number (ℝ)
| Distinct | 3297 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2054.3134 |
| Minimum | 1 |
|---|---|
| Maximum | 6941 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 413 |
| median | 1075 |
| Q3 | 2720.5 |
| 95-th percentile | 6350 |
| Maximum | 6941 |
| Range | 6940 |
| Interquartile range (IQR) | 2307.5 |
Descriptive statistics
| Standard deviation | 2182.4715 |
|---|---|
| Coefficient of variation (CV) | 1.0623849 |
| Kurtosis | -0.5132689 |
| Mean | 2054.3134 |
| Median Absolute Deviation (MAD) | 800 |
| Skewness | 1.040294 |
| Sum | 1.0271567 × 108 |
| Variance | 4763182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 107 | 0.2% |
| 133 | 103 | 0.2% |
| 177 | 103 | 0.2% |
| 19 | 101 | 0.2% |
| 11 | 99 | 0.2% |
| 345 | 99 | 0.2% |
| 1 | 97 | 0.2% |
| 321 | 96 | 0.2% |
| 117 | 95 | 0.2% |
| 52 | 91 | 0.2% |
| Other values (3287) | 49009 |
| Value | Count | Frequency (%) |
| 1 | 97 | |
| 2 | 49 | |
| 3 | 74 | |
| 4 | 61 | |
| 5 | 36 | 0.1% |
| 6 | 83 | |
| 7 | 5 | < 0.1% |
| 8 | 55 | |
| 9 | 33 | 0.1% |
| 10 | 88 |
| Value | Count | Frequency (%) |
| 6941 | 7 | |
| 6939 | 4 | |
| 6937 | 9 | |
| 6936 | 1 | < 0.1% |
| 6919 | 3 | < 0.1% |
| 6913 | 2 | < 0.1% |
| 6912 | 2 | < 0.1% |
| 6898 | 2 | < 0.1% |
| 6897 | 1 | < 0.1% |
| 6892 | 4 |
org
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 390.8 KiB |
| ORD | |
|---|---|
| SFO | |
| JFK | |
| LGA | |
| SJC | |
| Other values (3) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 150000 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JFK |
|---|---|
| 2nd row | ORD |
| 3rd row | SFO |
| 4th row | ORD |
| 5th row | ORD |
Common Values
| Value | Count | Frequency (%) |
| ORD | 19337 | |
| SFO | 9557 | |
| JFK | 7958 | |
| LGA | 4995 | 10.0% |
| SJC | 3057 | 6.1% |
| SMF | 3032 | 6.1% |
| TUS | 1055 | 2.1% |
| OGG | 1009 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ord | 19337 | |
| sfo | 9557 | |
| jfk | 7958 | |
| lga | 4995 | 10.0% |
| sjc | 3057 | 6.1% |
| smf | 3032 | 6.1% |
| tus | 1055 | 2.1% |
| ogg | 1009 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 29903 | |
| F | 20547 | |
| R | 19337 | |
| D | 19337 | |
| S | 16701 | |
| J | 11015 | 7.3% |
| K | 7958 | 5.3% |
| G | 7013 | 4.7% |
| L | 4995 | 3.3% |
| A | 4995 | 3.3% |
| Other values (4) | 8199 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 150000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 29903 | |
| F | 20547 | |
| R | 19337 | |
| D | 19337 | |
| S | 16701 | |
| J | 11015 | 7.3% |
| K | 7958 | 5.3% |
| G | 7013 | 4.7% |
| L | 4995 | 3.3% |
| A | 4995 | 3.3% |
| Other values (4) | 8199 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 150000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 29903 | |
| F | 20547 | |
| R | 19337 | |
| D | 19337 | |
| S | 16701 | |
| J | 11015 | 7.3% |
| K | 7958 | 5.3% |
| G | 7013 | 4.7% |
| L | 4995 | 3.3% |
| A | 4995 | 3.3% |
| Other values (4) | 8199 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 150000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 29903 | |
| F | 20547 | |
| R | 19337 | |
| D | 19337 | |
| S | 16701 | |
| J | 11015 | 7.3% |
| K | 7958 | 5.3% |
| G | 7013 | 4.7% |
| L | 4995 | 3.3% |
| A | 4995 | 3.3% |
| Other values (4) | 8199 | 5.5% |
mile
Real number (ℝ)
HIGH CORRELATION
| Distinct | 323 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 882.40112 |
| Minimum | 67 |
|---|---|
| Maximum | 4243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 158 |
| Q1 | 342 |
| median | 651 |
| Q3 | 1182 |
| 95-th percentile | 2475 |
| Maximum | 4243 |
| Range | 4176 |
| Interquartile range (IQR) | 840 |
Descriptive statistics
| Standard deviation | 701.23279 |
|---|---|
| Coefficient of variation (CV) | 0.7946871 |
| Kurtosis | 0.93209254 |
| Mean | 882.40112 |
| Median Absolute Deviation (MAD) | 335 |
| Skewness | 1.2434593 |
| Sum | 44120056 |
| Variance | 491727.42 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 733 | 2062 | 4.1% |
| 1846 | 1062 | 2.1% |
| 2586 | 993 | 2.0% |
| 337 | 983 | 2.0% |
| 802 | 746 | 1.5% |
| 740 | 659 | 1.3% |
| 1745 | 627 | 1.3% |
| 867 | 587 | 1.2% |
| 334 | 586 | 1.2% |
| 612 | 585 | 1.2% |
| Other values (313) | 41110 |
| Value | Count | Frequency (%) |
| 67 | 98 | 0.2% |
| 77 | 208 | 0.4% |
| 78 | 150 | 0.3% |
| 84 | 130 | 0.3% |
| 86 | 390 | |
| 94 | 41 | 0.1% |
| 100 | 538 | |
| 106 | 56 | 0.1% |
| 109 | 112 | 0.2% |
| 110 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 4243 | 52 | 0.1% |
| 4184 | 18 | < 0.1% |
| 3711 | 25 | 0.1% |
| 3303 | 9 | < 0.1% |
| 2846 | 26 | 0.1% |
| 2845 | 58 | 0.1% |
| 2704 | 234 | 0.5% |
| 2689 | 18 | < 0.1% |
| 2640 | 38 | 0.1% |
| 2586 | 993 |
depart
Real number (ℝ)
| Distinct | 1020 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.130953 |
| Minimum | 0.25 |
|---|---|
| Maximum | 23.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 6.75 |
| Q1 | 10 |
| median | 14.08 |
| Q3 | 18.08 |
| 95-th percentile | 21.37 |
| Maximum | 23.98 |
| Range | 23.73 |
| Interquartile range (IQR) | 8.08 |
Descriptive statistics
| Standard deviation | 4.6940523 |
|---|---|
| Coefficient of variation (CV) | 0.3321823 |
| Kurtosis | -1.1019593 |
| Mean | 14.130953 |
| Median Absolute Deviation (MAD) | 4.01 |
| Skewness | -0.0063818206 |
| Sum | 706547.63 |
| Variance | 22.034127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 747 | 1.5% |
| 13.17 | 463 | 0.9% |
| 8 | 459 | 0.9% |
| 12 | 430 | 0.9% |
| 9 | 418 | 0.8% |
| 7 | 411 | 0.8% |
| 19 | 394 | 0.8% |
| 11 | 387 | 0.8% |
| 20 | 383 | 0.8% |
| 18 | 319 | 0.6% |
| Other values (1010) | 45589 |
| Value | Count | Frequency (%) |
| 0.25 | 14 | |
| 0.42 | 1 | < 0.1% |
| 0.67 | 12 | |
| 0.75 | 1 | < 0.1% |
| 0.83 | 8 | < 0.1% |
| 1 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 22 | |
| 5.17 | 2 | < 0.1% |
| 5.58 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.98 | 43 | |
| 23.97 | 1 | < 0.1% |
| 23.93 | 2 | < 0.1% |
| 23.92 | 21 | |
| 23.83 | 5 | < 0.1% |
| 23.75 | 8 | < 0.1% |
| 23.73 | 1 | < 0.1% |
| 23.67 | 18 | |
| 23.65 | 2 | < 0.1% |
| 23.58 | 8 | < 0.1% |
duration
Real number (ℝ)
HIGH CORRELATION
| Distinct | 398 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.76582 |
| Minimum | 30 |
|---|---|
| Maximum | 560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 85 |
| median | 125 |
| Q3 | 193 |
| 95-th percentile | 336 |
| Maximum | 560 |
| Range | 530 |
| Interquartile range (IQR) | 108 |
Descriptive statistics
| Standard deviation | 87.045073 |
|---|---|
| Coefficient of variation (CV) | 0.5735486 |
| Kurtosis | 0.74398912 |
| Mean | 151.76582 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 1.1495317 |
| Sum | 7588291 |
| Variance | 7576.8447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85 | 1634 | 3.3% |
| 80 | 1358 | 2.7% |
| 75 | 1358 | 2.7% |
| 70 | 1012 | 2.0% |
| 90 | 976 | 2.0% |
| 110 | 751 | 1.5% |
| 135 | 639 | 1.3% |
| 155 | 617 | 1.2% |
| 150 | 601 | 1.2% |
| 120 | 579 | 1.2% |
| Other values (388) | 40475 |
| Value | Count | Frequency (%) |
| 30 | 6 | < 0.1% |
| 31 | 43 | 0.1% |
| 34 | 538 | |
| 36 | 21 | < 0.1% |
| 37 | 7 | < 0.1% |
| 38 | 10 | < 0.1% |
| 39 | 16 | < 0.1% |
| 40 | 25 | 0.1% |
| 41 | 37 | 0.1% |
| 42 | 122 | 0.2% |
| Value | Count | Frequency (%) |
| 560 | 10 | |
| 556 | 6 | |
| 552 | 3 | < 0.1% |
| 549 | 6 | |
| 548 | 6 | |
| 547 | 2 | < 0.1% |
| 541 | 5 | |
| 540 | 9 | |
| 536 | 2 | < 0.1% |
| 535 | 1 | < 0.1% |
delay
Real number (ℝ)
MISSING ZEROS
| Distinct | 466 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 2978 |
| Missing (%) | 6.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.663796 |
| Minimum | -72 |
|---|---|
| Maximum | 1370 |
| Zeros | 713 |
| Zeros (%) | 1.4% |
| Negative | 16332 |
| Negative (%) | 32.7% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -72 |
|---|---|
| 5-th percentile | -21 |
| Q1 | -6 |
| median | 16 |
| Q3 | 44 |
| 95-th percentile | 132 |
| Maximum | 1370 |
| Range | 1442 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 54.240343 |
|---|---|
| Coefficient of variation (CV) | 1.8922945 |
| Kurtosis | 25.877822 |
| Mean | 28.663796 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 3.1272522 |
| Sum | 1347829 |
| Variance | 2942.0148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7 | 920 | 1.8% |
| -6 | 901 | 1.8% |
| -8 | 897 | 1.8% |
| -4 | 872 | 1.7% |
| -5 | 829 | 1.7% |
| -2 | 828 | 1.7% |
| -9 | 825 | 1.7% |
| -10 | 822 | 1.6% |
| -3 | 808 | 1.6% |
| -1 | 784 | 1.6% |
| Other values (456) | 38536 | |
| (Missing) | 2978 | 6.0% |
| Value | Count | Frequency (%) |
| -72 | 1 | < 0.1% |
| -70 | 2 | |
| -66 | 2 | |
| -62 | 1 | < 0.1% |
| -61 | 1 | < 0.1% |
| -60 | 1 | < 0.1% |
| -58 | 3 | |
| -57 | 4 | |
| -56 | 2 | |
| -55 | 3 |
| Value | Count | Frequency (%) |
| 1370 | 1 | |
| 1034 | 1 | |
| 1008 | 1 | |
| 965 | 1 | |
| 867 | 1 | |
| 826 | 1 | |
| 819 | 1 | |
| 636 | 1 | |
| 529 | 1 | |
| 511 | 1 |
| carrier | delay | depart | dom | dow | duration | flight | mile | mon | org | |
|---|---|---|---|---|---|---|---|---|---|---|
| carrier | 1.000 | -0.080 | 0.013 | 0.000 | -0.010 | -0.287 | -0.036 | -0.215 | 0.012 | 0.512 |
| delay | -0.080 | 1.000 | 0.194 | -0.002 | -0.010 | 0.059 | 0.020 | 0.052 | -0.108 | 0.045 |
| depart | 0.013 | 0.194 | 1.000 | 0.004 | -0.030 | -0.063 | 0.015 | -0.079 | -0.010 | 0.092 |
| dom | 0.000 | -0.002 | 0.004 | 1.000 | 0.001 | 0.002 | -0.010 | -0.001 | 0.015 | 0.012 |
| dow | -0.010 | -0.010 | -0.030 | 0.001 | 1.000 | 0.012 | -0.008 | 0.012 | -0.011 | 0.023 |
| duration | -0.287 | 0.059 | -0.063 | 0.002 | 0.012 | 1.000 | -0.409 | 0.968 | -0.009 | 0.273 |
| flight | -0.036 | 0.020 | 0.015 | -0.010 | -0.008 | -0.409 | 1.000 | -0.431 | 0.018 | 0.207 |
| mile | -0.215 | 0.052 | -0.079 | -0.001 | 0.012 | 0.968 | -0.431 | 1.000 | -0.019 | 0.232 |
| mon | 0.012 | -0.108 | -0.010 | 0.015 | -0.011 | -0.009 | 0.018 | -0.019 | 1.000 | 0.027 |
| org | 0.512 | 0.045 | 0.092 | 0.012 | 0.023 | 0.273 | 0.207 | 0.232 | 0.027 | 1.000 |
| mon | dom | dow | carrier | flight | org | mile | depart | duration | delay | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11 | 20 | 6 | US | 19 | JFK | 2153 | 9.48 | 351 | NaN |
| 1 | 0 | 22 | 2 | UA | 1107 | ORD | 316 | 16.33 | 82 | 30.0 |
| 2 | 2 | 20 | 4 | UA | 226 | SFO | 337 | 6.17 | 82 | -8.0 |
| 3 | 9 | 13 | 1 | AA | 419 | ORD | 1236 | 10.33 | 195 | -5.0 |
| 4 | 4 | 2 | 5 | AA | 325 | ORD | 258 | 8.92 | 65 | NaN |
| 5 | 5 | 2 | 1 | UA | 704 | SFO | 550 | 7.98 | 102 | 2.0 |
| 6 | 7 | 2 | 6 | AA | 380 | ORD | 733 | 10.83 | 135 | 54.0 |
| 7 | 1 | 16 | 6 | UA | 1477 | ORD | 1440 | 8.00 | 232 | -7.0 |
| 8 | 1 | 22 | 5 | UA | 620 | SJC | 1829 | 7.98 | 250 | -13.0 |
| 9 | 11 | 8 | 1 | OO | 5590 | SFO | 158 | 7.77 | 60 | 88.0 |
| mon | dom | dow | carrier | flight | org | mile | depart | duration | delay | |
|---|---|---|---|---|---|---|---|---|---|---|
| 49990 | 8 | 12 | 5 | OO | 5572 | SFO | 329 | 11.25 | 92 | 98.0 |
| 49991 | 10 | 1 | 6 | AA | 1609 | ORD | 1118 | 18.92 | 185 | -25.0 |
| 49992 | 4 | 24 | 6 | AA | 2329 | ORD | 802 | 13.50 | 145 | -5.0 |
| 49993 | 6 | 25 | 5 | HA | 305 | OGG | 100 | 11.58 | 34 | NaN |
| 49994 | 1 | 24 | 0 | OO | 6356 | SFO | 599 | 20.43 | 104 | 27.0 |
| 49995 | 9 | 8 | 3 | OO | 6529 | ORD | 109 | 13.08 | 55 | 40.0 |
| 49996 | 1 | 27 | 3 | AA | 194 | SFO | 2704 | 14.42 | 325 | 24.0 |
| 49997 | 10 | 21 | 5 | UA | 520 | ORD | 783 | 8.23 | 124 | -13.0 |
| 49998 | 3 | 20 | 0 | UA | 835 | LGA | 733 | 8.00 | 150 | 25.0 |
| 49999 | 1 | 17 | 0 | UA | 766 | ORD | 622 | 21.00 | 103 | 19.0 |